Dataset statistics
| Number of variables | 43 |
|---|---|
| Number of observations | 1106 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 371.7 KiB |
| Average record size in memory | 344.1 B |
Variable types
| BOOL | 27 |
|---|---|
| NUM | 15 |
| CAT | 1 |
Reproduction
| Analysis started | 2021-05-05 16:16:24.582665 |
|---|---|
| Analysis finished | 2021-05-05 16:17:10.663524 |
| Duration | 46.08 seconds |
| Version | pandas-profiling v2.7.1 |
| Command line | pandas_profiling --config_file config.yaml [YOUR_FILE.csv] |
| Download configuration | config.yaml |
Age
Real number (ℝ≥0)
| Distinct count | 77 |
|---|---|
| Unique (%) | 7.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 61.41500904159132 |
|---|---|
| Minimum | 22 |
| Maximum | 99 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 8.8 KiB |
Quantile statistics
| Minimum | 22 |
|---|---|
| 5-th percentile | 32 |
| Q1 | 50 |
| median | 61 |
| Q3 | 74 |
| 95-th percentile | 88 |
| Maximum | 99 |
| Range | 77 |
| Interquartile range (IQR) | 24 |
Descriptive statistics
| Standard deviation | 16.93534447 |
|---|---|
| Coefficient of variation (CV) | 0.2757525356 |
| Kurtosis | -0.6491441969 |
| Mean | 61.41500904 |
| Median Absolute Deviation (MAD) | 12 |
| Skewness | -0.1220383547 |
| Sum | 67925 |
| Variance | 286.8058922 |
| Value | Count | Frequency (%) | |
| 63 | 32 | 2.9% | |
| 57 | 32 | 2.9% | |
| 53 | 31 | 2.8% | |
| 56 | 29 | 2.6% | |
| 58 | 29 | 2.6% | |
| 68 | 29 | 2.6% | |
| 65 | 28 | 2.5% | |
| 52 | 26 | 2.4% | |
| 72 | 26 | 2.4% | |
| 77 | 24 | 2.2% | |
| Other values (67) | 820 | 74.1% |
| Value | Count | Frequency (%) | |
| 22 | 3 | 0.3% | |
| 23 | 7 | 0.6% | |
| 24 | 1 | 0.1% | |
| 25 | 6 | 0.5% | |
| 26 | 2 | 0.2% |
| Value | Count | Frequency (%) | |
| 99 | 2 | 0.2% | |
| 97 | 1 | 0.1% | |
| 96 | 2 | 0.2% | |
| 95 | 1 | 0.1% | |
| 94 | 4 | 0.4% |
Gender..female.0..male1.
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 8.8 KiB |
| 1 | |
|---|---|
| 0 |
| Value | Count | Frequency (%) | |
| 1 | 634 | 57.3% | |
| 0 | 472 | 42.7% |
ethnicity
Categorical
| Distinct count | 3 |
|---|---|
| Unique (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 8.8 KiB |
| 2 | |
|---|---|
| 1 | |
| 3 |
| Value | Count | Frequency (%) | |
| 2 | 655 | 59.2% | |
| 1 | 300 | 27.1% | |
| 3 | 151 | 13.7% |
Length
| Max length | 1 |
|---|---|
| Mean length | 1 |
| Min length | 1 |
| Value | Count | Frequency (%) | |
| Decimal_Number | 3 | 100.0% |
| Value | Count | Frequency (%) | |
| Common | 3 | 100.0% |
| Value | Count | Frequency (%) | |
| ASCII | 3 | 100.0% |
race
Real number (ℝ≥0)
| Distinct count | 7 |
|---|---|
| Unique (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.357142857142857 |
|---|---|
| Minimum | 1 |
| Maximum | 7 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 8.8 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 1 |
| Q3 | 7 |
| 95-th percentile | 7 |
| Maximum | 7 |
| Range | 6 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 2.804316094 |
|---|---|
| Coefficient of variation (CV) | 0.8353281981 |
| Kurtosis | -1.702767562 |
| Mean | 3.357142857 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0.4811455111 |
| Sum | 3713 |
| Variance | 7.864188752 |
| Value | Count | Frequency (%) | |
| 1 | 576 | 52.1% | |
| 7 | 400 | 36.2% | |
| 2 | 74 | 6.7% | |
| 3 | 46 | 4.2% | |
| 6 | 5 | 0.5% | |
| 4 | 4 | 0.4% | |
| 5 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 1 | 576 | 52.1% | |
| 2 | 74 | 6.7% | |
| 3 | 46 | 4.2% | |
| 4 | 4 | 0.4% | |
| 5 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 7 | 400 | 36.2% | |
| 6 | 5 | 0.5% | |
| 5 | 1 | 0.1% | |
| 4 | 4 | 0.4% | |
| 3 | 46 | 4.2% |
Fever
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 8.8 KiB |
| 1 | |
|---|---|
| 0 |
| Value | Count | Frequency (%) | |
| 1 | 737 | 66.6% | |
| 0 | 369 | 33.4% |
Cough
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 8.8 KiB |
| 1 | |
|---|---|
| 0 |
| Value | Count | Frequency (%) | |
| 1 | 754 | 68.2% | |
| 0 | 352 | 31.8% |
SOB
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 8.8 KiB |
| 1 | |
|---|---|
| 0 |
| Value | Count | Frequency (%) | |
| 1 | 767 | 69.3% | |
| 0 | 339 | 30.7% |
Fatigue
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 8.8 KiB |
| 0 | |
|---|---|
| 1 |
| Value | Count | Frequency (%) | |
| 0 | 849 | 76.8% | |
| 1 | 257 | 23.2% |
Sputum
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 8.8 KiB |
| 0 | |
|---|---|
| 1 | 75 |
| Value | Count | Frequency (%) | |
| 0 | 1031 | 93.2% | |
| 1 | 75 | 6.8% |
Myalgia
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 8.8 KiB |
| 0 | |
|---|---|
| 1 |
| Value | Count | Frequency (%) | |
| 0 | 853 | 77.1% | |
| 1 | 253 | 22.9% |
Diarrhea
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 8.8 KiB |
| 0 | |
|---|---|
| 1 |
| Value | Count | Frequency (%) | |
| 0 | 846 | 76.5% | |
| 1 | 260 | 23.5% |
Nausea.Vomiting
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 8.8 KiB |
| 0 | |
|---|---|
| 1 |
| Value | Count | Frequency (%) | |
| 0 | 883 | 79.8% | |
| 1 | 223 | 20.2% |
Sore.throat
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 8.8 KiB |
| 0 | |
|---|---|
| 1 | 81 |
| Value | Count | Frequency (%) | |
| 0 | 1025 | 92.7% | |
| 1 | 81 | 7.3% |
Runny.nose.Nasal.congestion
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 8.8 KiB |
| 0 | |
|---|---|
| 1 | 50 |
| Value | Count | Frequency (%) | |
| 0 | 1056 | 95.5% | |
| 1 | 50 | 4.5% |
Loss.of.smell
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 8.8 KiB |
| 0 | |
|---|---|
| 1 | 45 |
| Value | Count | Frequency (%) | |
| 0 | 1061 | 95.9% | |
| 1 | 45 | 4.1% |
Loss.of.taste
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 8.8 KiB |
| 0 | |
|---|---|
| 1 | 54 |
| Value | Count | Frequency (%) | |
| 0 | 1052 | 95.1% | |
| 1 | 54 | 4.9% |
Headahce
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 8.8 KiB |
| 0 | |
|---|---|
| 1 | 107 |
| Value | Count | Frequency (%) | |
| 0 | 999 | 90.3% | |
| 1 | 107 | 9.7% |
Chest.discomfort..chest.pain
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 8.8 KiB |
| 0 | |
|---|---|
| 1 | 176 |
| Value | Count | Frequency (%) | |
| 0 | 930 | 84.1% | |
| 1 | 176 | 15.9% |
Asymptomatic
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 8.8 KiB |
| 0 | |
|---|---|
| 1 | 25 |
| Value | Count | Frequency (%) | |
| 0 | 1081 | 97.7% | |
| 1 | 25 | 2.3% |
smoking_history
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 8.8 KiB |
| 0 | |
|---|---|
| 1 |
| Value | Count | Frequency (%) | |
| 0 | 831 | 75.1% | |
| 1 | 275 | 24.9% |
hypertensionhx
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 8.8 KiB |
| 0 | |
|---|---|
| 1 |
| Value | Count | Frequency (%) | |
| 0 | 568 | 51.4% | |
| 1 | 538 | 48.6% |
diabeteshx
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 8.8 KiB |
| 0 | |
|---|---|
| 1 |
| Value | Count | Frequency (%) | |
| 0 | 806 | 72.9% | |
| 1 | 300 | 27.1% |
asthmahx
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 8.8 KiB |
| 0 | |
|---|---|
| 1 | 66 |
| Value | Count | Frequency (%) | |
| 0 | 1040 | 94.0% | |
| 1 | 66 | 6.0% |
coronaryheartdiseasehx
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 8.8 KiB |
| 0 | |
|---|---|
| 1 | 165 |
| Value | Count | Frequency (%) | |
| 0 | 941 | 85.1% | |
| 1 | 165 | 14.9% |
copdhx
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 8.8 KiB |
| 0 | |
|---|---|
| 1 | 93 |
| Value | Count | Frequency (%) | |
| 0 | 1013 | 91.6% | |
| 1 | 93 | 8.4% |
heartfailurehx
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 8.8 KiB |
| 0 | |
|---|---|
| 1 | 80 |
| Value | Count | Frequency (%) | |
| 0 | 1026 | 92.8% | |
| 1 | 80 | 7.2% |
carcinomahx
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 8.8 KiB |
| 0 | |
|---|---|
| 1 | 103 |
| Value | Count | Frequency (%) | |
| 0 | 1003 | 90.7% | |
| 1 | 103 | 9.3% |
immunosuppressionhx
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 8.8 KiB |
| 0 | |
|---|---|
| 1 | 84 |
| Value | Count | Frequency (%) | |
| 0 | 1022 | 92.4% | |
| 1 | 84 | 7.6% |
ckdhx
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 8.8 KiB |
| 0 | |
|---|---|
| 1 | 101 |
| Value | Count | Frequency (%) | |
| 0 | 1005 | 90.9% | |
| 1 | 101 | 9.1% |
| Distinct count | 159 |
|---|---|
| Unique (%) | 14.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 47.662748643761304 |
|---|---|
| Minimum | 5 |
| Maximum | 2909 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 8.8 KiB |
Quantile statistics
| Minimum | 5 |
|---|---|
| 5-th percentile | 9 |
| Q1 | 18 |
| median | 30 |
| Q3 | 54 |
| 95-th percentile | 123.75 |
| Maximum | 2909 |
| Range | 2904 |
| Interquartile range (IQR) | 36 |
Descriptive statistics
| Standard deviation | 99.30821898 |
|---|---|
| Coefficient of variation (CV) | 2.08356047 |
| Kurtosis | 625.6720894 |
| Mean | 47.66274864 |
| Median Absolute Deviation (MAD) | 14 |
| Skewness | 22.17104927 |
| Sum | 52715 |
| Variance | 9862.122358 |
| Value | Count | Frequency (%) | |
| 18 | 38 | 3.4% | |
| 15 | 32 | 2.9% | |
| 16 | 30 | 2.7% | |
| 29 | 29 | 2.6% | |
| 30 | 29 | 2.6% | |
| 19 | 28 | 2.5% | |
| 17 | 28 | 2.5% | |
| 22 | 28 | 2.5% | |
| 14 | 26 | 2.4% | |
| 24 | 26 | 2.4% | |
| Other values (149) | 812 | 73.4% |
| Value | Count | Frequency (%) | |
| 5 | 7 | 0.6% | |
| 6 | 10 | 0.9% | |
| 7 | 8 | 0.7% | |
| 8 | 16 | 1.4% | |
| 9 | 16 | 1.4% |
| Value | Count | Frequency (%) | |
| 2909 | 1 | 0.1% | |
| 489 | 1 | 0.1% | |
| 469 | 1 | 0.1% | |
| 420 | 1 | 0.1% | |
| 405 | 1 | 0.1% |
CRP
Real number (ℝ≥0)
| Distinct count | 304 |
|---|---|
| Unique (%) | 27.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10.934692585895117 |
|---|---|
| Minimum | 0.1 |
| Maximum | 56.6 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 8.8 KiB |
Quantile statistics
| Minimum | 0.1 |
|---|---|
| 5-th percentile | 0.7 |
| Q1 | 3.7 |
| median | 8.4 |
| Q3 | 15.55 |
| 95-th percentile | 30.3 |
| Maximum | 56.6 |
| Range | 56.5 |
| Interquartile range (IQR) | 11.85 |
Descriptive statistics
| Standard deviation | 9.418312851 |
|---|---|
| Coefficient of variation (CV) | 0.8613239721 |
| Kurtosis | 1.897744153 |
| Mean | 10.93469259 |
| Median Absolute Deviation (MAD) | 5.3 |
| Skewness | 1.33414146 |
| Sum | 12093.77 |
| Variance | 88.70461696 |
| Value | Count | Frequency (%) | |
| 0.7 | 14 | 1.3% | |
| 6.4 | 12 | 1.1% | |
| 3.7 | 12 | 1.1% | |
| 8 | 11 | 1.0% | |
| 0.1 | 11 | 1.0% | |
| 2.7 | 11 | 1.0% | |
| 0.4 | 10 | 0.9% | |
| 2.4 | 10 | 0.9% | |
| 1.1 | 10 | 0.9% | |
| 1.5 | 10 | 0.9% | |
| Other values (294) | 995 | 90.0% |
| Value | Count | Frequency (%) | |
| 0.1 | 11 | 1.0% | |
| 0.2 | 8 | 0.7% | |
| 0.3 | 9 | 0.8% | |
| 0.4 | 10 | 0.9% | |
| 0.5 | 5 | 0.5% |
| Value | Count | Frequency (%) | |
| 56.6 | 1 | 0.1% | |
| 54.1 | 1 | 0.1% | |
| 51.3 | 1 | 0.1% | |
| 49.8 | 1 | 0.1% | |
| 46.8 | 1 | 0.1% |
D.dimer
Real number (ℝ≥0)
| Distinct count | 621 |
|---|---|
| Unique (%) | 56.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1183.9059674502712 |
|---|---|
| Minimum | 150 |
| Maximum | 63670 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 8.8 KiB |
Quantile statistics
| Minimum | 150 |
|---|---|
| 5-th percentile | 150 |
| Q1 | 227 |
| median | 361 |
| Q3 | 695.25 |
| 95-th percentile | 3452.5 |
| Maximum | 63670 |
| Range | 63520 |
| Interquartile range (IQR) | 468.25 |
Descriptive statistics
| Standard deviation | 3995.780189 |
|---|---|
| Coefficient of variation (CV) | 3.375082396 |
| Kurtosis | 121.3609804 |
| Mean | 1183.905967 |
| Median Absolute Deviation (MAD) | 169 |
| Skewness | 9.911109485 |
| Sum | 1309400 |
| Variance | 15966259.32 |
| Value | Count | Frequency (%) | |
| 150 | 82 | 7.4% | |
| 301 | 9 | 0.8% | |
| 170 | 8 | 0.7% | |
| 227 | 7 | 0.6% | |
| 158 | 7 | 0.6% | |
| 343 | 6 | 0.5% | |
| 160 | 6 | 0.5% | |
| 300 | 6 | 0.5% | |
| 506 | 6 | 0.5% | |
| 277 | 6 | 0.5% | |
| Other values (611) | 963 | 87.1% |
| Value | Count | Frequency (%) | |
| 150 | 82 | 7.4% | |
| 151 | 1 | 0.1% | |
| 154 | 1 | 0.1% | |
| 155 | 1 | 0.1% | |
| 156 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 63670 | 1 | 0.1% | |
| 58747 | 1 | 0.1% | |
| 41385 | 1 | 0.1% | |
| 38600 | 1 | 0.1% | |
| 36744 | 1 | 0.1% |
Ferritin
Real number (ℝ≥0)
| Distinct count | 994 |
|---|---|
| Unique (%) | 89.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1119.1777576853526 |
|---|---|
| Minimum | 5.3 |
| Maximum | 22420.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 8.8 KiB |
Quantile statistics
| Minimum | 5.3 |
|---|---|
| 5-th percentile | 87.575 |
| Q1 | 327.35 |
| median | 696.5 |
| Q3 | 1377.5 |
| 95-th percentile | 3146.75 |
| Maximum | 22420 |
| Range | 22414.7 |
| Interquartile range (IQR) | 1050.15 |
Descriptive statistics
| Standard deviation | 1495.375409 |
|---|---|
| Coefficient of variation (CV) | 1.336137534 |
| Kurtosis | 55.71952282 |
| Mean | 1119.177758 |
| Median Absolute Deviation (MAD) | 454.85 |
| Skewness | 5.713732774 |
| Sum | 1237810.6 |
| Variance | 2236147.614 |
| Value | Count | Frequency (%) | |
| 191.4 | 3 | 0.3% | |
| 2225 | 3 | 0.3% | |
| 411.6 | 3 | 0.3% | |
| 1265 | 3 | 0.3% | |
| 1735 | 3 | 0.3% | |
| 1347 | 3 | 0.3% | |
| 123.4 | 3 | 0.3% | |
| 1101 | 3 | 0.3% | |
| 1337 | 3 | 0.3% | |
| 1598 | 3 | 0.3% | |
| Other values (984) | 1076 | 97.3% |
| Value | Count | Frequency (%) | |
| 5.3 | 1 | 0.1% | |
| 8 | 1 | 0.1% | |
| 9.7 | 1 | 0.1% | |
| 12.4 | 1 | 0.1% | |
| 14.2 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 22420 | 1 | 0.1% | |
| 16291 | 1 | 0.1% | |
| 13418 | 1 | 0.1% | |
| 10550 | 1 | 0.1% | |
| 10085 | 1 | 0.1% |
HR
Real number (ℝ≥0)
| Distinct count | 113 |
|---|---|
| Unique (%) | 10.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 100.13833634719711 |
|---|---|
| Minimum | 6 |
| Maximum | 1288 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 8.8 KiB |
Quantile statistics
| Minimum | 6 |
|---|---|
| 5-th percentile | 68.25 |
| Q1 | 84 |
| median | 98 |
| Q3 | 111 |
| 95-th percentile | 132 |
| Maximum | 1288 |
| Range | 1282 |
| Interquartile range (IQR) | 27 |
Descriptive statistics
| Standard deviation | 49.28581188 |
|---|---|
| Coefficient of variation (CV) | 0.4921772588 |
| Kurtosis | 405.2707445 |
| Mean | 100.1383363 |
| Median Absolute Deviation (MAD) | 13 |
| Skewness | 18.22205431 |
| Sum | 110753 |
| Variance | 2429.091253 |
| Value | Count | Frequency (%) | |
| 88 | 36 | 3.3% | |
| 100 | 33 | 3.0% | |
| 101 | 30 | 2.7% | |
| 106 | 28 | 2.5% | |
| 99 | 27 | 2.4% | |
| 108 | 27 | 2.4% | |
| 98 | 25 | 2.3% | |
| 102 | 24 | 2.2% | |
| 111 | 23 | 2.1% | |
| 84 | 22 | 2.0% | |
| Other values (103) | 831 | 75.1% |
| Value | Count | Frequency (%) | |
| 6 | 1 | 0.1% | |
| 16 | 1 | 0.1% | |
| 42 | 1 | 0.1% | |
| 44 | 1 | 0.1% | |
| 45 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 1288 | 1 | 0.1% | |
| 1000 | 1 | 0.1% | |
| 214 | 1 | 0.1% | |
| 185 | 1 | 0.1% | |
| 182 | 1 | 0.1% |
| Distinct count | 479 |
|---|---|
| Unique (%) | 43.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 403.2974683544304 |
|---|---|
| Minimum | 120 |
| Maximum | 13320 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 8.8 KiB |
Quantile statistics
| Minimum | 120 |
|---|---|
| 5-th percentile | 197 |
| Q1 | 266 |
| median | 350 |
| Q3 | 470 |
| 95-th percentile | 728 |
| Maximum | 13320 |
| Range | 13200 |
| Interquartile range (IQR) | 204 |
Descriptive statistics
| Standard deviation | 427.3912332 |
|---|---|
| Coefficient of variation (CV) | 1.059741919 |
| Kurtosis | 756.3832477 |
| Mean | 403.2974684 |
| Median Absolute Deviation (MAD) | 94 |
| Skewness | 25.14939051 |
| Sum | 446047 |
| Variance | 182663.2662 |
| Value | Count | Frequency (%) | |
| 254 | 9 | 0.8% | |
| 231 | 9 | 0.8% | |
| 291 | 8 | 0.7% | |
| 240 | 7 | 0.6% | |
| 301 | 7 | 0.6% | |
| 347 | 7 | 0.6% | |
| 346 | 7 | 0.6% | |
| 284 | 7 | 0.6% | |
| 365 | 7 | 0.6% | |
| 330 | 7 | 0.6% | |
| Other values (469) | 1031 | 93.2% |
| Value | Count | Frequency (%) | |
| 120 | 1 | 0.1% | |
| 130 | 2 | 0.2% | |
| 133 | 2 | 0.2% | |
| 139 | 2 | 0.2% | |
| 147 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 13320 | 1 | 0.1% | |
| 1804 | 1 | 0.1% | |
| 1552 | 1 | 0.1% | |
| 1407 | 1 | 0.1% | |
| 1265 | 1 | 0.1% |
Lymphocyte
Real number (ℝ≥0)
| Distinct count | 308 |
|---|---|
| Unique (%) | 27.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 14.259222423146474 |
|---|---|
| Minimum | 0.3 |
| Maximum | 72.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 8.8 KiB |
Quantile statistics
| Minimum | 0.3 |
|---|---|
| 5-th percentile | 3.1 |
| Q1 | 7.9 |
| median | 12.5 |
| Q3 | 18.6 |
| 95-th percentile | 31.8 |
| Maximum | 72 |
| Range | 71.7 |
| Interquartile range (IQR) | 10.7 |
Descriptive statistics
| Standard deviation | 9.111762123 |
|---|---|
| Coefficient of variation (CV) | 0.6390083451 |
| Kurtosis | 3.409668925 |
| Mean | 14.25922242 |
| Median Absolute Deviation (MAD) | 5.1 |
| Skewness | 1.399007558 |
| Sum | 15770.7 |
| Variance | 83.02420899 |
| Value | Count | Frequency (%) | |
| 7.9 | 20 | 1.8% | |
| 6.1 | 19 | 1.7% | |
| 3.5 | 15 | 1.4% | |
| 6 | 12 | 1.1% | |
| 7 | 12 | 1.1% | |
| 1.7 | 12 | 1.1% | |
| 12.2 | 12 | 1.1% | |
| 8 | 12 | 1.1% | |
| 4.4 | 12 | 1.1% | |
| 10 | 11 | 1.0% | |
| Other values (298) | 969 | 87.6% |
| Value | Count | Frequency (%) | |
| 0.3 | 1 | 0.1% | |
| 0.8 | 2 | 0.2% | |
| 0.9 | 8 | 0.7% | |
| 1 | 5 | 0.5% | |
| 1.1 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 72 | 1 | 0.1% | |
| 63.2 | 1 | 0.1% | |
| 63 | 1 | 0.1% | |
| 51.4 | 1 | 0.1% | |
| 51 | 1 | 0.1% |
SpO2
Real number (ℝ≥0)
| Distinct count | 40 |
|---|---|
| Unique (%) | 3.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 92.67721518987342 |
|---|---|
| Minimum | 27 |
| Maximum | 100 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 8.8 KiB |
Quantile statistics
| Minimum | 27 |
|---|---|
| 5-th percentile | 80 |
| Q1 | 91 |
| median | 94 |
| Q3 | 96 |
| 95-th percentile | 99 |
| Maximum | 100 |
| Range | 73 |
| Interquartile range (IQR) | 5 |
Descriptive statistics
| Standard deviation | 6.619303037 |
|---|---|
| Coefficient of variation (CV) | 0.07142319742 |
| Kurtosis | 19.56062174 |
| Mean | 92.67721519 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | -3.257515223 |
| Sum | 102501 |
| Variance | 43.81517269 |
| Value | Count | Frequency (%) | |
| 96 | 135 | 12.2% | |
| 94 | 119 | 10.8% | |
| 95 | 115 | 10.4% | |
| 93 | 115 | 10.4% | |
| 98 | 93 | 8.4% | |
| 97 | 76 | 6.9% | |
| 92 | 72 | 6.5% | |
| 99 | 51 | 4.6% | |
| 91 | 49 | 4.4% | |
| 88 | 44 | 4.0% | |
| Other values (30) | 237 | 21.4% |
| Value | Count | Frequency (%) | |
| 27 | 1 | 0.1% | |
| 30 | 1 | 0.1% | |
| 55 | 1 | 0.1% | |
| 60 | 1 | 0.1% | |
| 61 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 100 | 41 | 3.7% | |
| 99 | 51 | 4.6% | |
| 98 | 93 | 8.4% | |
| 97 | 76 | 6.9% | |
| 96 | 135 | 12.2% |
Procalcitonin
Real number (ℝ≥0)
| Distinct count | 192 |
|---|---|
| Unique (%) | 17.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.3853254972875226 |
|---|---|
| Minimum | 0.02 |
| Maximum | 193.5 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 8.8 KiB |
Quantile statistics
| Minimum | 0.02 |
|---|---|
| 5-th percentile | 0.06 |
| Q1 | 0.1 |
| median | 0.17 |
| Q3 | 0.36 |
| 95-th percentile | 2.7675 |
| Maximum | 193.5 |
| Range | 193.48 |
| Interquartile range (IQR) | 0.26 |
Descriptive statistics
| Standard deviation | 9.977642425 |
|---|---|
| Coefficient of variation (CV) | 7.202381277 |
| Kurtosis | 266.5635848 |
| Mean | 1.385325497 |
| Median Absolute Deviation (MAD) | 0.09 |
| Skewness | 15.2397926 |
| Sum | 1532.17 |
| Variance | 99.55334836 |
| Value | Count | Frequency (%) | |
| 0.08 | 60 | 5.4% | |
| 0.09 | 60 | 5.4% | |
| 0.1 | 53 | 4.8% | |
| 0.07 | 50 | 4.5% | |
| 0.11 | 44 | 4.0% | |
| 0.12 | 42 | 3.8% | |
| 0.06 | 41 | 3.7% | |
| 0.15 | 40 | 3.6% | |
| 0.14 | 37 | 3.3% | |
| 0.13 | 37 | 3.3% | |
| Other values (182) | 642 | 58.0% |
| Value | Count | Frequency (%) | |
| 0.02 | 2 | 0.2% | |
| 0.03 | 5 | 0.5% | |
| 0.04 | 12 | 1.1% | |
| 0.05 | 27 | 2.4% | |
| 0.06 | 41 | 3.7% |
| Value | Count | Frequency (%) | |
| 193.5 | 2 | 0.2% | |
| 107.38 | 1 | 0.1% | |
| 82.46 | 1 | 0.1% | |
| 64.26 | 1 | 0.1% | |
| 59.67 | 1 | 0.1% |
RR
Real number (ℝ≥0)
| Distinct count | 44 |
|---|---|
| Unique (%) | 4.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 22.629294755877034 |
|---|---|
| Minimum | 5 |
| Maximum | 165 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 8.8 KiB |
Quantile statistics
| Minimum | 5 |
|---|---|
| 5-th percentile | 16 |
| Q1 | 18 |
| median | 20 |
| Q3 | 24 |
| 95-th percentile | 38 |
| Maximum | 165 |
| Range | 160 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 8.467665988 |
|---|---|
| Coefficient of variation (CV) | 0.37419045 |
| Kurtosis | 73.74081248 |
| Mean | 22.62929476 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 5.48641866 |
| Sum | 25028 |
| Variance | 71.70136728 |
| Value | Count | Frequency (%) | |
| 18 | 212 | 19.2% | |
| 20 | 156 | 14.1% | |
| 16 | 111 | 10.0% | |
| 22 | 95 | 8.6% | |
| 24 | 85 | 7.7% | |
| 17 | 80 | 7.2% | |
| 26 | 46 | 4.2% | |
| 28 | 43 | 3.9% | |
| 30 | 32 | 2.9% | |
| 15 | 28 | 2.5% | |
| Other values (34) | 218 | 19.7% |
| Value | Count | Frequency (%) | |
| 5 | 1 | 0.1% | |
| 11 | 1 | 0.1% | |
| 12 | 1 | 0.1% | |
| 14 | 5 | 0.5% | |
| 15 | 28 | 2.5% |
| Value | Count | Frequency (%) | |
| 165 | 1 | 0.1% | |
| 64 | 1 | 0.1% | |
| 60 | 1 | 0.1% | |
| 57 | 1 | 0.1% | |
| 56 | 2 | 0.2% |
Systolic.BP
Real number (ℝ≥0)
| Distinct count | 130 |
|---|---|
| Unique (%) | 11.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 127.98101265822785 |
|---|---|
| Minimum | 18 |
| Maximum | 322 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 8.8 KiB |
Quantile statistics
| Minimum | 18 |
|---|---|
| 5-th percentile | 94 |
| Q1 | 112 |
| median | 125 |
| Q3 | 142 |
| 95-th percentile | 171 |
| Maximum | 322 |
| Range | 304 |
| Interquartile range (IQR) | 30 |
Descriptive statistics
| Standard deviation | 24.55999398 |
|---|---|
| Coefficient of variation (CV) | 0.1919034197 |
| Kurtosis | 4.091616524 |
| Mean | 127.9810127 |
| Median Absolute Deviation (MAD) | 14 |
| Skewness | 0.8602535164 |
| Sum | 141547 |
| Variance | 603.1933043 |
| Value | Count | Frequency (%) | |
| 128 | 32 | 2.9% | |
| 116 | 27 | 2.4% | |
| 121 | 25 | 2.3% | |
| 125 | 25 | 2.3% | |
| 132 | 24 | 2.2% | |
| 123 | 24 | 2.2% | |
| 124 | 23 | 2.1% | |
| 119 | 22 | 2.0% | |
| 138 | 22 | 2.0% | |
| 118 | 21 | 1.9% | |
| Other values (120) | 861 | 77.8% |
| Value | Count | Frequency (%) | |
| 18 | 1 | 0.1% | |
| 60 | 1 | 0.1% | |
| 63 | 1 | 0.1% | |
| 65 | 1 | 0.1% | |
| 67 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 322 | 1 | 0.1% | |
| 221 | 1 | 0.1% | |
| 219 | 1 | 0.1% | |
| 216 | 1 | 0.1% | |
| 215 | 1 | 0.1% |
Temperature
Real number (ℝ≥0)
| Distinct count | 42 |
|---|---|
| Unique (%) | 3.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 37.50858951175407 |
|---|---|
| Minimum | 3.6 |
| Maximum | 39.7 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 8.8 KiB |
Quantile statistics
| Minimum | 3.6 |
|---|---|
| 5-th percentile | 36.5 |
| Q1 | 36.9 |
| median | 37.3 |
| Q3 | 38 |
| 95-th percentile | 39.4 |
| Maximum | 39.7 |
| Range | 36.1 |
| Interquartile range (IQR) | 1.1 |
Descriptive statistics
| Standard deviation | 1.353957965 |
|---|---|
| Coefficient of variation (CV) | 0.03609727753 |
| Kurtosis | 355.4938145 |
| Mean | 37.50858951 |
| Median Absolute Deviation (MAD) | 0.5 |
| Skewness | -13.99168177 |
| Sum | 41484.5 |
| Variance | 1.833202172 |
| Value | Count | Frequency (%) | |
| 36.8 | 82 | 7.4% | |
| 36.9 | 78 | 7.1% | |
| 37.1 | 73 | 6.6% | |
| 37 | 69 | 6.2% | |
| 37.2 | 57 | 5.2% | |
| 37.3 | 56 | 5.1% | |
| 36.7 | 55 | 5.0% | |
| 37.6 | 54 | 4.9% | |
| 37.4 | 46 | 4.2% | |
| 37.8 | 41 | 3.7% | |
| Other values (32) | 495 | 44.8% |
| Value | Count | Frequency (%) | |
| 3.6 | 1 | 0.1% | |
| 34.4 | 1 | 0.1% | |
| 35 | 1 | 0.1% | |
| 35.7 | 1 | 0.1% | |
| 36 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 39.7 | 1 | 0.1% | |
| 39.6 | 9 | 0.8% | |
| 39.5 | 40 | 3.6% | |
| 39.4 | 20 | 1.8% | |
| 39.3 | 21 | 1.9% |
Troponin
Real number (ℝ≥0)
| Distinct count | 40 |
|---|---|
| Unique (%) | 3.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.03190777576853527 |
|---|---|
| Minimum | 0.01 |
| Maximum | 2.4 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 8.8 KiB |
Quantile statistics
| Minimum | 0.01 |
|---|---|
| 5-th percentile | 0.01 |
| Q1 | 0.01 |
| median | 0.01 |
| Q3 | 0.01 |
| 95-th percentile | 0.1 |
| Maximum | 2.4 |
| Range | 2.39 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.1189702217 |
|---|---|
| Coefficient of variation (CV) | 3.728565181 |
| Kurtosis | 207.1827188 |
| Mean | 0.03190777577 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 12.82470016 |
| Sum | 35.29 |
| Variance | 0.01415391366 |
| Value | Count | Frequency (%) | |
| 0.01 | 871 | 78.8% | |
| 0.02 | 57 | 5.2% | |
| 0.03 | 32 | 2.9% | |
| 0.05 | 26 | 2.4% | |
| 0.04 | 25 | 2.3% | |
| 0.09 | 11 | 1.0% | |
| 0.06 | 10 | 0.9% | |
| 0.08 | 9 | 0.8% | |
| 0.07 | 6 | 0.5% | |
| 0.12 | 6 | 0.5% | |
| Other values (30) | 53 | 4.8% |
| Value | Count | Frequency (%) | |
| 0.01 | 871 | 78.8% | |
| 0.02 | 57 | 5.2% | |
| 0.03 | 32 | 2.9% | |
| 0.04 | 25 | 2.3% | |
| 0.05 | 26 | 2.4% |
| Value | Count | Frequency (%) | |
| 2.4 | 1 | 0.1% | |
| 1.81 | 1 | 0.1% | |
| 1.34 | 1 | 0.1% | |
| 0.98 | 1 | 0.1% | |
| 0.8 | 1 | 0.1% |
ICU.or.not
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 8.8 KiB |
| 0 | |
|---|---|
| 1 |
| Value | Count | Frequency (%) | |
| 0 | 835 | 75.5% | |
| 1 | 271 | 24.5% |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.First rows
| Age | Gender..female.0..male1. | ethnicity | race | Fever | Cough | SOB | Fatigue | Sputum | Myalgia | Diarrhea | Nausea.Vomiting | Sore.throat | Runny.nose.Nasal.congestion | Loss.of.smell | Loss.of.taste | Headahce | Chest.discomfort..chest.pain | Asymptomatic | smoking_history | hypertensionhx | diabeteshx | asthmahx | coronaryheartdiseasehx | copdhx | heartfailurehx | carcinomahx | immunosuppressionhx | ckdhx | ALT | CRP | D.dimer | Ferritin | HR | LDH | Lymphocyte | SpO2 | Procalcitonin | RR | Systolic.BP | Temperature | Troponin | ICU.or.not | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 23 | 0 | 2 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 31 | 2.2 | 857 | 203.9 | 117 | 345 | 40.6 | 96 | 0.28 | 18 | 89 | 37.0 | 0.01 | 1 |
| 1 | 25 | 1 | 3 | 7 | 1 | 1 | 0 | 1 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 37 | 11.7 | 183 | 587.1 | 132 | 483 | 6.8 | 98 | 0.64 | 28 | 107 | 39.5 | 0.01 | 1 |
| 2 | 28 | 1 | 2 | 1 | 1 | 1 | 1 | 0 | 0 | 0 | 1 | 1 | 1 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 18 | 22.0 | 389 | 932.1 | 124 | 562 | 10.4 | 88 | 1.81 | 17 | 123 | 39.1 | 0.01 | 1 |
| 3 | 28 | 1 | 1 | 7 | 1 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 183 | 10.5 | 370 | 2068.0 | 123 | 706 | 13.4 | 94 | 0.92 | 20 | 120 | 38.9 | 0.01 | 1 |
| 4 | 30 | 1 | 2 | 1 | 1 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 218 | 6.7 | 349 | 2141.0 | 101 | 688 | 17.9 | 98 | 0.37 | 15 | 130 | 37.1 | 0.01 | 1 |
| 5 | 31 | 1 | 1 | 1 | 1 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 124 | 1.9 | 271 | 851.5 | 137 | 292 | 16.1 | 96 | 0.19 | 20 | 129 | 39.5 | 0.01 | 1 |
| 6 | 32 | 0 | 1 | 1 | 1 | 1 | 1 | 1 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 30 | 12.6 | 150 | 267.4 | 135 | 448 | 9.5 | 87 | 0.13 | 18 | 101 | 36.9 | 0.01 | 1 |
| 7 | 34 | 0 | 3 | 7 | 1 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 53 | 6.4 | 1201 | 53.8 | 108 | 375 | 11.6 | 97 | 0.32 | 20 | 90 | 37.1 | 0.01 | 1 |
| 8 | 35 | 1 | 1 | 7 | 1 | 1 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 63 | 8.8 | 189 | 474.1 | 88 | 229 | 22.2 | 98 | 0.17 | 15 | 146 | 37.1 | 0.01 | 1 |
| 9 | 36 | 1 | 2 | 1 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 238 | 7.9 | 160 | 5860.0 | 108 | 705 | 3.5 | 98 | 0.18 | 16 | 123 | 37.6 | 0.09 | 1 |
Last rows
| Age | Gender..female.0..male1. | ethnicity | race | Fever | Cough | SOB | Fatigue | Sputum | Myalgia | Diarrhea | Nausea.Vomiting | Sore.throat | Runny.nose.Nasal.congestion | Loss.of.smell | Loss.of.taste | Headahce | Chest.discomfort..chest.pain | Asymptomatic | smoking_history | hypertensionhx | diabeteshx | asthmahx | coronaryheartdiseasehx | copdhx | heartfailurehx | carcinomahx | immunosuppressionhx | ckdhx | ALT | CRP | D.dimer | Ferritin | HR | LDH | Lymphocyte | SpO2 | Procalcitonin | RR | Systolic.BP | Temperature | Troponin | ICU.or.not | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1096 | 83 | 0 | 2 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 1 | 0 | 0 | 1 | 1 | 0 | 15 | 18.1 | 711 | 236.3 | 74 | 583 | 5.9 | 92 | 0.38 | 30 | 84 | 37.1 | 0.01 | 0 |
| 1097 | 83 | 1 | 2 | 1 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 14 | 26.1 | 1638 | 2016.0 | 90 | 701 | 5.0 | 75 | 6.80 | 32 | 118 | 36.6 | 0.09 | 0 |
| 1098 | 84 | 1 | 2 | 1 | 1 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 1 | 0 | 0 | 1 | 0 | 1 | 140 | 10.9 | 1753 | 685.4 | 70 | 374 | 5.5 | 97 | 1.70 | 24 | 129 | 36.5 | 0.03 | 0 |
| 1099 | 85 | 0 | 2 | 1 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 21 | 6.5 | 939 | 100.1 | 112 | 348 | 6.0 | 95 | 0.07 | 28 | 125 | 36.2 | 0.02 | 0 |
| 1100 | 86 | 1 | 2 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 88 | 10.5 | 303 | 427.4 | 83 | 438 | 11.6 | 96 | 0.19 | 24 | 102 | 36.4 | 0.01 | 0 |
| 1101 | 87 | 0 | 2 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 134 | 8.7 | 561 | 1337.0 | 82 | 261 | 25.1 | 98 | 0.16 | 19 | 121 | 36.9 | 0.01 | 0 |
| 1102 | 90 | 1 | 2 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 1 | 0 | 1 | 1 | 0 | 0 | 27 | 3.5 | 8053 | 2710.0 | 130 | 528 | 10.8 | 82 | 0.45 | 40 | 96 | 37.3 | 0.29 | 0 |
| 1103 | 90 | 0 | 2 | 1 | 1 | 1 | 1 | 0 | 0 | 1 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 13 | 9.0 | 1025 | 796.1 | 76 | 647 | 13.8 | 91 | 0.06 | 18 | 117 | 37.3 | 0.02 | 0 |
| 1104 | 91 | 1 | 2 | 1 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 13 | 7.2 | 552 | 370.2 | 59 | 311 | 26.0 | 97 | 0.08 | 22 | 124 | 36.8 | 0.14 | 0 |
| 1105 | 93 | 0 | 2 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 14 | 13.3 | 3404 | 769.6 | 140 | 600 | 5.5 | 80 | 0.09 | 36 | 142 | 37.0 | 0.03 | 0 |